Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 13354 |
| Missing cells | 2671 |
| Missing cells (%) | 0.5% |
| Duplicate rows | 224 |
| Duplicate rows (%) | 1.7% |
| Total size in memory | 2.1 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Categorical | 32 |
|---|---|
| Numeric | 7 |
year has constant value "" | Constant |
| Dataset has 224 (1.7%) duplicate rows | Duplicates |
Price is highly overall correlated with Duration_minutes and 2 other fields | High correlation |
Duration_minutes is highly overall correlated with Price and 4 other fields | High correlation |
Total_Stops is highly overall correlated with Duration_minutes and 3 other fields | High correlation |
month is highly overall correlated with Destination_5 | High correlation |
Airline_4 is highly overall correlated with Additional_Info_5 | High correlation |
Airline_5 is highly overall correlated with Price and 1 other fields | High correlation |
Airline_8 is highly overall correlated with Additional_Info_7 | High correlation |
Source_1 is highly overall correlated with Destination_4 | High correlation |
Source_2 is highly overall correlated with Duration_minutes and 3 other fields | High correlation |
Source_3 is highly overall correlated with Source_2 and 1 other fields | High correlation |
Source_4 is highly overall correlated with Destination_3 | High correlation |
Destination_1 is highly overall correlated with Duration_minutes and 3 other fields | High correlation |
Destination_2 is highly overall correlated with Duration_minutes and 1 other fields | High correlation |
Destination_3 is highly overall correlated with Source_4 | High correlation |
Destination_4 is highly overall correlated with Source_1 | High correlation |
Destination_5 is highly overall correlated with month | High correlation |
Additional_Info_3 is highly overall correlated with Price and 1 other fields | High correlation |
Additional_Info_5 is highly overall correlated with Airline_4 and 1 other fields | High correlation |
Additional_Info_7 is highly overall correlated with Airline_8 | High correlation |
Additional_Info_8 is highly overall correlated with Additional_Info_5 | High correlation |
Airline_2 is highly imbalanced (87.0%) | Imbalance |
Airline_5 is highly imbalanced (99.3%) | Imbalance |
Airline_7 is highly imbalanced (98.7%) | Imbalance |
Airline_8 is highly imbalanced (60.9%) | Imbalance |
Airline_9 is highly imbalanced (99.9%) | Imbalance |
Airline_10 is highly imbalanced (73.3%) | Imbalance |
Airline_11 is highly imbalanced (99.5%) | Imbalance |
Source_1 is highly imbalanced (78.5%) | Imbalance |
Source_4 is highly imbalanced (64.9%) | Imbalance |
Destination_3 is highly imbalanced (64.9%) | Imbalance |
Destination_4 is highly imbalanced (78.5%) | Imbalance |
Destination_5 is highly imbalanced (57.2%) | Imbalance |
Additional_Info_1 is highly imbalanced (99.9%) | Imbalance |
Additional_Info_2 is highly imbalanced (99.9%) | Imbalance |
Additional_Info_3 is highly imbalanced (99.5%) | Imbalance |
Additional_Info_4 is highly imbalanced (99.3%) | Imbalance |
Additional_Info_6 is highly imbalanced (99.7%) | Imbalance |
Additional_Info_7 is highly imbalanced (80.7%) | Imbalance |
Additional_Info_9 is highly imbalanced (99.9%) | Imbalance |
Price has 2671 (20.0%) missing values | Missing |
Arrival_hour has 411 (3.1%) zeros | Zeros |
Arrival_minutes has 1828 (13.7%) zeros | Zeros |
Dep_minutes has 2590 (19.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-30 02:17:15.845985 |
|---|---|
| Analysis finished | 2023-09-30 02:17:40.235339 |
| Duration | 24.39 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
Total_Stops
Categorical
HIGH CORRELATION
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 56 |
| 4 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 7057 | |
| 0 | 4340 | |
| 2 | 1899 | 14.2% |
| 3 | 56 | 0.4% |
| 4 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 7057 | |
| 0 | 4340 | |
| 2 | 1899 | 14.2% |
| 3 | 56 | 0.4% |
| 4 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7057 | |
| 0 | 4340 | |
| 2 | 1899 | 14.2% |
| 3 | 56 | 0.4% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 7057 | |
| 0 | 4340 | |
| 2 | 1899 | 14.2% |
| 3 | 56 | 0.4% |
| 4 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 7057 | |
| 0 | 4340 | |
| 2 | 1899 | 14.2% |
| 3 | 56 | 0.4% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 7057 | |
| 0 | 4340 | |
| 2 | 1899 | 14.2% |
| 3 | 56 | 0.4% |
| 4 | 2 | < 0.1% |
Price
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 1870 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 2671 |
| Missing (%) | 20.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9087.0641 |
| Minimum | 1759 |
|---|---|
| Maximum | 79512 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.5 KiB |
Quantile statistics
| Minimum | 1759 |
|---|---|
| 5-th percentile | 3543 |
| Q1 | 5277 |
| median | 8372 |
| Q3 | 12373 |
| 95-th percentile | 15764 |
| Maximum | 79512 |
| Range | 77753 |
| Interquartile range (IQR) | 7096 |
Descriptive statistics
| Standard deviation | 4611.3592 |
|---|---|
| Coefficient of variation (CV) | 0.50746414 |
| Kurtosis | 13.30333 |
| Mean | 9087.0641 |
| Median Absolute Deviation (MAD) | 3382 |
| Skewness | 1.8125524 |
| Sum | 97077106 |
| Variance | 21264633 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10262 | 258 | 1.9% |
| 10844 | 212 | 1.6% |
| 7229 | 162 | 1.2% |
| 4804 | 160 | 1.2% |
| 4823 | 131 | 1.0% |
| 14714 | 109 | 0.8% |
| 3943 | 104 | 0.8% |
| 15129 | 93 | 0.7% |
| 3841 | 91 | 0.7% |
| 12898 | 86 | 0.6% |
| Other values (1860) | 9277 | |
| (Missing) | 2671 | 20.0% |
| Value | Count | Frequency (%) |
| 1759 | 4 | < 0.1% |
| 1840 | 1 | < 0.1% |
| 1965 | 36 | |
| 2017 | 35 | |
| 2050 | 10 | 0.1% |
| 2071 | 6 | < 0.1% |
| 2175 | 7 | 0.1% |
| 2227 | 40 | |
| 2228 | 9 | 0.1% |
| 2385 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 79512 | 1 | < 0.1% |
| 62427 | 1 | < 0.1% |
| 57209 | 1 | < 0.1% |
| 54826 | 3 | |
| 52285 | 1 | < 0.1% |
| 52229 | 1 | < 0.1% |
| 46490 | 1 | < 0.1% |
| 36983 | 1 | < 0.1% |
| 36235 | 2 | |
| 35185 | 1 | < 0.1% |
date
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.389846 |
| Minimum | 1 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 12 |
| Q3 | 21 |
| 95-th percentile | 27 |
| Maximum | 27 |
| Range | 26 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.4390603 |
|---|---|
| Coefficient of variation (CV) | 0.63025822 |
| Kurtosis | -1.2594495 |
| Mean | 13.389846 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.1351419 |
| Sum | 178808 |
| Variance | 71.217739 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 9 | 1769 | |
| 6 | 1627 | |
| 21 | 1368 | |
| 27 | 1350 | |
| 1 | 1349 | |
| 24 | 1307 | |
| 15 | 1251 | |
| 12 | 1214 | |
| 3 | 1083 | |
| 18 | 1036 |
| Value | Count | Frequency (%) |
| 1 | 1349 | |
| 3 | 1083 | |
| 6 | 1627 | |
| 9 | 1769 | |
| 12 | 1214 | |
| 15 | 1251 | |
| 18 | 1036 | |
| 21 | 1368 | |
| 24 | 1307 | |
| 27 | 1350 |
| Value | Count | Frequency (%) |
| 27 | 1350 | |
| 24 | 1307 | |
| 21 | 1368 | |
| 18 | 1036 | |
| 15 | 1251 | |
| 12 | 1214 | |
| 9 | 1769 | |
| 6 | 1627 | |
| 3 | 1083 | |
| 1 | 1349 |
month
Categorical
HIGH CORRELATION
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 5 | |
|---|---|
| 6 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 5 |
| 3rd row | 6 |
| 4th row | 5 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4286 | |
| 3 | 3412 | |
| 4 | 1327 | 9.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4286 | |
| 3 | 3412 | |
| 4 | 1327 | 9.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4286 | |
| 3 | 3412 | |
| 4 | 1327 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4286 | |
| 3 | 3412 | |
| 4 | 1327 | 9.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4286 | |
| 3 | 3412 | |
| 4 | 1327 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4286 | |
| 3 | 3412 | |
| 4 | 1327 | 9.9% |
year
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.6 KiB |
| 2019 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 53416 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2019 |
|---|---|
| 2nd row | 2019 |
| 3rd row | 2019 |
| 4th row | 2019 |
| 5th row | 2019 |
Common Values
| Value | Count | Frequency (%) |
| 2019 | 13354 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2019 | 13354 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 13354 | |
| 0 | 13354 | |
| 1 | 13354 | |
| 9 | 13354 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 53416 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 13354 | |
| 0 | 13354 | |
| 1 | 13354 | |
| 9 | 13354 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 53416 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 13354 | |
| 0 | 13354 | |
| 1 | 13354 | |
| 9 | 13354 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53416 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 13354 | |
| 0 | 13354 | |
| 1 | 13354 | |
| 9 | 13354 |
Arrival_hour
Real number (ℝ)
ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.396061 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 411 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 8 |
| median | 14 |
| Q3 | 19 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.8961454 |
|---|---|
| Coefficient of variation (CV) | 0.51478904 |
| Kurtosis | -1.0772299 |
| Mean | 13.396061 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.38459118 |
| Sum | 178891 |
| Variance | 47.556821 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 19 | 2057 | |
| 12 | 1095 | 8.2% |
| 4 | 1013 | 7.6% |
| 21 | 898 | 6.7% |
| 22 | 837 | 6.3% |
| 1 | 688 | 5.2% |
| 18 | 640 | 4.8% |
| 23 | 608 | 4.6% |
| 8 | 594 | 4.4% |
| 10 | 593 | 4.4% |
| Other values (14) | 4331 |
| Value | Count | Frequency (%) |
| 0 | 411 | |
| 1 | 688 | |
| 2 | 92 | 0.7% |
| 3 | 61 | 0.5% |
| 4 | 1013 | |
| 5 | 95 | 0.7% |
| 6 | 64 | 0.5% |
| 7 | 518 | |
| 8 | 594 | |
| 9 | 591 |
| Value | Count | Frequency (%) |
| 23 | 608 | 4.6% |
| 22 | 837 | |
| 21 | 898 | |
| 20 | 489 | 3.7% |
| 19 | 2057 | |
| 18 | 640 | 4.8% |
| 17 | 242 | 1.8% |
| 16 | 449 | 3.4% |
| 15 | 222 | 1.7% |
| 14 | 360 | 2.7% |
Arrival_minutes
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.664146 |
| Minimum | 0 |
|---|---|
| Maximum | 55 |
| Zeros | 1828 |
| Zeros (%) | 13.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 25 |
| Q3 | 35 |
| 95-th percentile | 50 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 16.559723 |
|---|---|
| Coefficient of variation (CV) | 0.67140874 |
| Kurtosis | -1.0385669 |
| Mean | 24.664146 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.11171073 |
| Sum | 329365 |
| Variance | 274.22442 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 1828 | |
| 15 | 1612 | |
| 25 | 1599 | |
| 35 | 1365 | |
| 20 | 1106 | |
| 30 | 1062 | |
| 50 | 935 | |
| 45 | 889 | |
| 5 | 839 | |
| 40 | 785 | |
| Other values (2) | 1334 |
| Value | Count | Frequency (%) |
| 0 | 1828 | |
| 5 | 839 | |
| 10 | 717 | 5.4% |
| 15 | 1612 | |
| 20 | 1106 | |
| 25 | 1599 | |
| 30 | 1062 | |
| 35 | 1365 | |
| 40 | 785 | |
| 45 | 889 |
| Value | Count | Frequency (%) |
| 55 | 617 | 4.6% |
| 50 | 935 | |
| 45 | 889 | |
| 40 | 785 | |
| 35 | 1365 | |
| 30 | 1062 | |
| 25 | 1599 | |
| 20 | 1106 | |
| 15 | 1612 | |
| 10 | 717 |
Dep_hour
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.513254 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 51 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 11 |
| Q3 | 18 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.7362729 |
|---|---|
| Coefficient of variation (CV) | 0.45841575 |
| Kurtosis | -1.1977301 |
| Mean | 12.513254 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.10908745 |
| Sum | 167102 |
| Variance | 32.904827 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 9 | 1152 | 8.6% |
| 7 | 1067 | 8.0% |
| 8 | 872 | 6.5% |
| 6 | 863 | 6.5% |
| 17 | 847 | 6.3% |
| 20 | 826 | 6.2% |
| 5 | 776 | 5.8% |
| 11 | 714 | 5.3% |
| 19 | 710 | 5.3% |
| 10 | 677 | 5.1% |
| Other values (14) | 4850 |
| Value | Count | Frequency (%) |
| 0 | 51 | 0.4% |
| 1 | 44 | 0.3% |
| 2 | 228 | 1.7% |
| 3 | 30 | 0.2% |
| 4 | 219 | 1.6% |
| 5 | 776 | |
| 6 | 863 | |
| 7 | 1067 | |
| 8 | 872 | |
| 9 | 1152 |
| Value | Count | Frequency (%) |
| 23 | 189 | 1.4% |
| 22 | 486 | |
| 21 | 625 | |
| 20 | 826 | |
| 19 | 710 | |
| 18 | 553 | |
| 17 | 847 | |
| 16 | 604 | |
| 15 | 431 | |
| 14 | 647 |
Dep_minutes
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.507264 |
| Minimum | 0 |
|---|---|
| Maximum | 55 |
| Zeros | 2590 |
| Zeros (%) | 19.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 52.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 25 |
| Q3 | 40 |
| 95-th percentile | 55 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 18.832385 |
|---|---|
| Coefficient of variation (CV) | 0.76844094 |
| Kurtosis | -1.3047496 |
| Mean | 24.507264 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.15939696 |
| Sum | 327270 |
| Variance | 354.65871 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 2590 | |
| 30 | 1491 | |
| 55 | 1332 | |
| 45 | 1106 | |
| 10 | 1099 | |
| 5 | 951 | 7.1% |
| 15 | 876 | 6.6% |
| 25 | 864 | 6.5% |
| 20 | 819 | 6.1% |
| 35 | 813 | 6.1% |
| Other values (2) | 1413 |
| Value | Count | Frequency (%) |
| 0 | 2590 | |
| 5 | 951 | 7.1% |
| 10 | 1099 | |
| 15 | 876 | 6.6% |
| 20 | 819 | 6.1% |
| 25 | 864 | 6.5% |
| 30 | 1491 | |
| 35 | 813 | 6.1% |
| 40 | 646 | 4.8% |
| 45 | 1106 |
| Value | Count | Frequency (%) |
| 55 | 1332 | |
| 50 | 767 | |
| 45 | 1106 | |
| 40 | 646 | |
| 35 | 813 | |
| 30 | 1491 | |
| 25 | 864 | |
| 20 | 819 | |
| 15 | 876 | |
| 10 | 1099 |
Duration_minutes
Real number (ℝ)
HIGH CORRELATION
| Distinct | 374 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 642.42287 |
| Minimum | 5 |
|---|---|
| Maximum | 2860 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.5 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 175 |
| median | 520 |
| Q3 | 930 |
| 95-th percentile | 1615 |
| Maximum | 2860 |
| Range | 2855 |
| Interquartile range (IQR) | 755 |
Descriptive statistics
| Standard deviation | 506.71504 |
|---|---|
| Coefficient of variation (CV) | 0.78875623 |
| Kurtosis | -0.14252529 |
| Mean | 642.42287 |
| Median Absolute Deviation (MAD) | 350 |
| Skewness | 0.86788253 |
| Sum | 8578915 |
| Variance | 256760.13 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 170 | 672 | 5.0% |
| 90 | 493 | 3.7% |
| 165 | 432 | 3.2% |
| 175 | 418 | 3.1% |
| 155 | 399 | 3.0% |
| 180 | 333 | 2.5% |
| 140 | 286 | 2.1% |
| 150 | 278 | 2.1% |
| 160 | 196 | 1.5% |
| 135 | 164 | 1.2% |
| Other values (364) | 9683 |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 75 | 30 | 0.2% |
| 80 | 81 | 0.6% |
| 85 | 159 | 1.2% |
| 90 | 493 | |
| 95 | 22 | 0.2% |
| 135 | 164 | 1.2% |
| 140 | 286 | |
| 145 | 122 | 0.9% |
| 150 | 278 |
| Value | Count | Frequency (%) |
| 2860 | 1 | < 0.1% |
| 2820 | 1 | < 0.1% |
| 2565 | 1 | < 0.1% |
| 2525 | 1 | < 0.1% |
| 2480 | 1 | < 0.1% |
| 2440 | 1 | < 0.1% |
| 2420 | 1 | < 0.1% |
| 2345 | 3 | |
| 2315 | 5 | |
| 2300 | 6 |
Airline_1
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11162 | |
| 1 | 2192 | 16.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11162 | |
| 1 | 2192 | 16.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11162 | |
| 1 | 2192 | 16.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11162 | |
| 1 | 2192 | 16.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11162 | |
| 1 | 2192 | 16.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11162 | |
| 1 | 2192 | 16.4% |
Airline_2
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 240 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13114 | |
| 1 | 240 | 1.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13114 | |
| 1 | 240 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13114 | |
| 1 | 240 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13114 | |
| 1 | 240 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13114 | |
| 1 | 240 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13114 | |
| 1 | 240 | 1.8% |
Airline_3
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10790 | |
| 1 | 2564 | 19.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10790 | |
| 1 | 2564 | 19.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10790 | |
| 1 | 2564 | 19.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 10790 | |
| 1 | 2564 | 19.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 10790 | |
| 1 | 2564 | 19.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 10790 | |
| 1 | 2564 | 19.2% |
Airline_4
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8608 | |
| 1 | 4746 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8608 | |
| 1 | 4746 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8608 | |
| 1 | 4746 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8608 | |
| 1 | 4746 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8608 | |
| 1 | 4746 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8608 | |
| 1 | 4746 |
Airline_5
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Airline_6
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11811 | |
| 1 | 1543 | 11.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11811 | |
| 1 | 1543 | 11.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11811 | |
| 1 | 1543 | 11.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11811 | |
| 1 | 1543 | 11.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11811 | |
| 1 | 1543 | 11.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11811 | |
| 1 | 1543 | 11.6% |
Airline_7
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 16 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13338 | |
| 1 | 16 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13338 | |
| 1 | 16 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13338 | |
| 1 | 16 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13338 | |
| 1 | 16 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13338 | |
| 1 | 16 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13338 | |
| 1 | 16 | 0.1% |
Airline_8
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 1026 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12328 | |
| 1 | 1026 | 7.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12328 | |
| 1 | 1026 | 7.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12328 | |
| 1 | 1026 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12328 | |
| 1 | 1026 | 7.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12328 | |
| 1 | 1026 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12328 | |
| 1 | 1026 | 7.7% |
Airline_9
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Airline_10
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 608 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12746 | |
| 1 | 608 | 4.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12746 | |
| 1 | 608 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12746 | |
| 1 | 608 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12746 | |
| 1 | 608 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12746 | |
| 1 | 608 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12746 | |
| 1 | 608 | 4.6% |
Airline_11
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Source_1
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 456 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Source_2
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Source_3
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9773 | |
| 1 | 3581 | 26.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9773 | |
| 1 | 3581 | 26.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9773 | |
| 1 | 3581 | 26.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9773 | |
| 1 | 3581 | 26.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9773 | |
| 1 | 3581 | 26.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9773 | |
| 1 | 3581 | 26.8% |
Source_4
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 883 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Destination_1
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7672 | |
| 1 | 5682 |
Destination_2
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11772 | |
| 1 | 1582 | 11.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11772 | |
| 1 | 1582 | 11.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11772 | |
| 1 | 1582 | 11.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11772 | |
| 1 | 1582 | 11.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11772 | |
| 1 | 1582 | 11.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11772 | |
| 1 | 1582 | 11.8% |
Destination_3
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 883 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12471 | |
| 1 | 883 | 6.6% |
Destination_4
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 456 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12898 | |
| 1 | 456 | 3.4% |
Destination_5
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 1170 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12184 | |
| 1 | 1170 | 8.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12184 | |
| 1 | 1170 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12184 | |
| 1 | 1170 | 8.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12184 | |
| 1 | 1170 | 8.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12184 | |
| 1 | 1170 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12184 | |
| 1 | 1170 | 8.8% |
Additional_Info_1
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Additional_Info_2
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Additional_Info_3
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13349 | |
| 1 | 5 | < 0.1% |
Additional_Info_4
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 8 | 0.1% |
Additional_Info_5
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10928 | |
| 1 | 2426 | 18.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10928 | |
| 1 | 2426 | 18.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10928 | |
| 1 | 2426 | 18.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 10928 | |
| 1 | 2426 | 18.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 10928 | |
| 1 | 2426 | 18.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 10928 | |
| 1 | 2426 | 18.2% |
Additional_Info_6
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13351 | |
| 1 | 3 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13351 | |
| 1 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13351 | |
| 1 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13351 | |
| 1 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13351 | |
| 1 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13351 | |
| 1 | 3 | < 0.1% |
Additional_Info_7
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 396 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12958 | |
| 1 | 396 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12958 | |
| 1 | 396 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12958 | |
| 1 | 396 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12958 | |
| 1 | 396 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12958 | |
| 1 | 396 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12958 | |
| 1 | 396 | 3.0% |
Additional_Info_8
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 10493 | |
| 0 | 2861 | 21.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 10493 | |
| 0 | 2861 | 21.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10493 | |
| 0 | 2861 | 21.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 10493 | |
| 0 | 2861 | 21.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 10493 | |
| 0 | 2861 | 21.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 10493 | |
| 0 | 2861 | 21.4% |
Additional_Info_9
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 756.5 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13354 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13354 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13354 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13353 | |
| 1 | 1 | < 0.1% |
| Price | date | Arrival_hour | Arrival_minutes | Dep_hour | Dep_minutes | Duration_minutes | Total_Stops | month | Airline_1 | Airline_2 | Airline_3 | Airline_4 | Airline_5 | Airline_6 | Airline_7 | Airline_8 | Airline_9 | Airline_10 | Airline_11 | Source_1 | Source_2 | Source_3 | Source_4 | Destination_1 | Destination_2 | Destination_3 | Destination_4 | Destination_5 | Additional_Info_1 | Additional_Info_2 | Additional_Info_3 | Additional_Info_4 | Additional_Info_5 | Additional_Info_6 | Additional_Info_7 | Additional_Info_8 | Additional_Info_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Price | 1.000 | -0.122 | 0.040 | -0.104 | 0.008 | -0.062 | 0.692 | 0.309 | 0.187 | 0.055 | 0.098 | 0.374 | 0.449 | 0.894 | 0.108 | 0.032 | 0.237 | 0.000 | 0.099 | 0.000 | 0.146 | 0.264 | 0.125 | 0.173 | 0.264 | 0.321 | 0.173 | 0.146 | 0.272 | 0.120 | 0.120 | 0.868 | 0.067 | 0.196 | 0.000 | 0.152 | 0.129 | 0.000 |
| date | -0.122 | 1.000 | -0.000 | -0.015 | -0.003 | -0.007 | -0.024 | 0.065 | 0.201 | 0.025 | 0.003 | 0.047 | 0.079 | 0.037 | 0.107 | 0.100 | 0.039 | 0.000 | 0.040 | 0.007 | 0.018 | 0.244 | 0.198 | 0.048 | 0.244 | 0.045 | 0.048 | 0.018 | 0.121 | 0.000 | 0.000 | 0.033 | 0.046 | 0.057 | 0.020 | 0.038 | 0.043 | 0.000 |
| Arrival_hour | 0.040 | -0.000 | 1.000 | -0.167 | 0.054 | 0.047 | 0.051 | 0.164 | 0.107 | 0.260 | 0.092 | 0.229 | 0.392 | 0.015 | 0.326 | 0.012 | 0.182 | 0.015 | 0.124 | 0.000 | 0.123 | 0.358 | 0.166 | 0.145 | 0.358 | 0.143 | 0.145 | 0.123 | 0.154 | 0.000 | 0.000 | 0.024 | 0.019 | 0.238 | 0.000 | 0.141 | 0.207 | 0.010 |
| Arrival_minutes | -0.104 | -0.015 | -0.167 | 1.000 | 0.063 | -0.018 | -0.113 | 0.178 | 0.127 | 0.280 | 0.173 | 0.192 | 0.290 | 0.031 | 0.334 | 0.007 | 0.135 | 0.012 | 0.131 | 0.034 | 0.142 | 0.355 | 0.195 | 0.101 | 0.355 | 0.251 | 0.101 | 0.142 | 0.114 | 0.000 | 0.000 | 0.020 | 0.038 | 0.174 | 0.000 | 0.104 | 0.169 | 0.025 |
| Dep_hour | 0.008 | -0.003 | 0.054 | 0.063 | 1.000 | -0.034 | -0.019 | 0.125 | 0.058 | 0.168 | 0.094 | 0.191 | 0.192 | 0.027 | 0.270 | 0.030 | 0.178 | 0.024 | 0.121 | 0.000 | 0.090 | 0.159 | 0.231 | 0.201 | 0.159 | 0.133 | 0.201 | 0.090 | 0.090 | 0.000 | 0.000 | 0.031 | 0.031 | 0.118 | 0.010 | 0.136 | 0.102 | 0.005 |
| Dep_minutes | -0.062 | -0.007 | 0.047 | -0.018 | -0.034 | 1.000 | -0.031 | 0.135 | 0.085 | 0.120 | 0.130 | 0.235 | 0.134 | 0.042 | 0.177 | 0.014 | 0.242 | 0.000 | 0.145 | 0.000 | 0.200 | 0.218 | 0.233 | 0.129 | 0.218 | 0.206 | 0.129 | 0.200 | 0.155 | 0.000 | 0.012 | 0.044 | 0.013 | 0.090 | 0.028 | 0.167 | 0.073 | 0.020 |
| Duration_minutes | 0.692 | -0.024 | 0.051 | -0.113 | -0.019 | -0.031 | 1.000 | 0.544 | 0.145 | 0.306 | 0.131 | 0.365 | 0.335 | 0.023 | 0.426 | 0.033 | 0.321 | 0.000 | 0.149 | 0.006 | 0.258 | 0.531 | 0.160 | 0.309 | 0.531 | 0.505 | 0.309 | 0.258 | 0.040 | 0.008 | 0.014 | 0.014 | 0.013 | 0.223 | 0.000 | 0.240 | 0.137 | 0.000 |
| Total_Stops | 0.309 | 0.065 | 0.164 | 0.178 | 0.125 | 0.135 | 0.544 | 1.000 | 0.134 | 0.400 | 0.062 | 0.300 | 0.266 | 0.000 | 0.316 | 0.028 | 0.309 | 0.000 | 0.123 | 0.022 | 0.270 | 0.523 | 0.131 | 0.320 | 0.523 | 0.528 | 0.320 | 0.270 | 0.069 | 0.012 | 0.012 | 0.006 | 0.252 | 0.197 | 0.000 | 0.235 | 0.112 | 0.000 |
| month | 0.187 | 0.201 | 0.107 | 0.127 | 0.058 | 0.085 | 0.145 | 0.134 | 1.000 | 0.055 | 0.049 | 0.093 | 0.087 | 0.039 | 0.120 | 0.057 | 0.082 | 0.000 | 0.043 | 0.022 | 0.061 | 0.236 | 0.284 | 0.060 | 0.236 | 0.323 | 0.060 | 0.061 | 0.529 | 0.000 | 0.000 | 0.029 | 0.039 | 0.075 | 0.021 | 0.068 | 0.060 | 0.000 |
| Airline_1 | 0.055 | 0.025 | 0.260 | 0.280 | 0.168 | 0.120 | 0.306 | 0.400 | 0.055 | 1.000 | 0.059 | 0.216 | 0.329 | 0.000 | 0.160 | 0.009 | 0.127 | 0.000 | 0.096 | 0.000 | 0.049 | 0.000 | 0.022 | 0.023 | 0.000 | 0.070 | 0.023 | 0.049 | 0.052 | 0.000 | 0.000 | 0.000 | 0.050 | 0.208 | 0.000 | 0.076 | 0.223 | 0.000 |
| Airline_2 | 0.098 | 0.003 | 0.092 | 0.173 | 0.094 | 0.130 | 0.131 | 0.062 | 0.049 | 0.059 | 1.000 | 0.065 | 0.099 | 0.000 | 0.047 | 0.000 | 0.037 | 0.000 | 0.027 | 0.000 | 0.022 | 0.007 | 0.040 | 0.034 | 0.007 | 0.096 | 0.034 | 0.022 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.062 | 0.000 | 0.020 | 0.069 | 0.000 |
| Airline_3 | 0.374 | 0.047 | 0.229 | 0.192 | 0.191 | 0.235 | 0.365 | 0.300 | 0.093 | 0.216 | 0.065 | 1.000 | 0.362 | 0.000 | 0.176 | 0.011 | 0.140 | 0.000 | 0.106 | 0.000 | 0.132 | 0.072 | 0.055 | 0.057 | 0.072 | 0.086 | 0.057 | 0.132 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.229 | 0.023 | 0.084 | 0.253 | 0.000 |
| Airline_4 | 0.449 | 0.079 | 0.392 | 0.290 | 0.192 | 0.134 | 0.335 | 0.266 | 0.087 | 0.329 | 0.099 | 0.362 | 1.000 | 0.012 | 0.268 | 0.022 | 0.214 | 0.000 | 0.162 | 0.006 | 0.139 | 0.026 | 0.101 | 0.027 | 0.026 | 0.048 | 0.027 | 0.139 | 0.060 | 0.000 | 0.000 | 0.000 | 0.012 | 0.588 | 0.000 | 0.129 | 0.499 | 0.000 |
| Airline_5 | 0.894 | 0.037 | 0.015 | 0.031 | 0.027 | 0.042 | 0.023 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.012 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.000 | 0.000 | 0.553 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 |
| Airline_6 | 0.108 | 0.107 | 0.326 | 0.334 | 0.270 | 0.177 | 0.426 | 0.316 | 0.120 | 0.160 | 0.047 | 0.176 | 0.268 | 0.000 | 1.000 | 0.003 | 0.103 | 0.000 | 0.078 | 0.000 | 0.067 | 0.420 | 0.218 | 0.095 | 0.420 | 0.132 | 0.095 | 0.067 | 0.111 | 0.000 | 0.000 | 0.000 | 0.000 | 0.101 | 0.000 | 0.062 | 0.124 | 0.000 |
| Airline_7 | 0.032 | 0.100 | 0.012 | 0.007 | 0.030 | 0.014 | 0.033 | 0.028 | 0.057 | 0.009 | 0.000 | 0.011 | 0.022 | 0.000 | 0.003 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.016 | 0.000 | 0.037 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.013 | 0.000 |
| Airline_8 | 0.237 | 0.039 | 0.182 | 0.135 | 0.178 | 0.242 | 0.321 | 0.309 | 0.082 | 0.127 | 0.037 | 0.140 | 0.214 | 0.000 | 0.103 | 0.000 | 1.000 | 0.000 | 0.062 | 0.000 | 0.196 | 0.188 | 0.060 | 0.107 | 0.188 | 0.042 | 0.107 | 0.196 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.135 | 0.000 | 0.605 | 0.121 | 0.000 |
| Airline_9 | 0.000 | 0.000 | 0.015 | 0.012 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Airline_10 | 0.099 | 0.040 | 0.124 | 0.131 | 0.121 | 0.145 | 0.149 | 0.123 | 0.043 | 0.096 | 0.027 | 0.106 | 0.162 | 0.000 | 0.078 | 0.000 | 0.062 | 0.000 | 1.000 | 0.000 | 0.054 | 0.145 | 0.051 | 0.013 | 0.145 | 0.115 | 0.013 | 0.054 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.102 | 0.000 | 0.036 | 0.113 | 0.000 |
| Airline_11 | 0.000 | 0.007 | 0.000 | 0.034 | 0.000 | 0.000 | 0.006 | 0.022 | 0.022 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Source_1 | 0.146 | 0.018 | 0.123 | 0.142 | 0.090 | 0.200 | 0.258 | 0.270 | 0.061 | 0.049 | 0.022 | 0.132 | 0.139 | 0.000 | 0.067 | 0.000 | 0.196 | 0.000 | 0.054 | 0.000 | 1.000 | 0.161 | 0.113 | 0.048 | 0.161 | 0.068 | 0.048 | 0.999 | 0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.088 | 0.000 | 0.141 | 0.024 | 0.000 |
| Source_2 | 0.264 | 0.244 | 0.358 | 0.355 | 0.159 | 0.218 | 0.531 | 0.523 | 0.236 | 0.000 | 0.007 | 0.072 | 0.026 | 0.000 | 0.420 | 0.037 | 0.188 | 0.000 | 0.145 | 0.009 | 0.161 | 1.000 | 0.521 | 0.229 | 1.000 | 0.315 | 0.229 | 0.161 | 0.266 | 0.000 | 0.000 | 0.009 | 0.016 | 0.023 | 0.000 | 0.135 | 0.037 | 0.000 |
| Source_3 | 0.125 | 0.198 | 0.166 | 0.195 | 0.231 | 0.233 | 0.160 | 0.131 | 0.284 | 0.022 | 0.040 | 0.055 | 0.101 | 0.007 | 0.218 | 0.016 | 0.060 | 0.000 | 0.051 | 0.000 | 0.113 | 0.521 | 1.000 | 0.161 | 0.521 | 0.221 | 0.161 | 0.113 | 0.187 | 0.000 | 0.000 | 0.000 | 0.007 | 0.056 | 0.000 | 0.033 | 0.063 | 0.000 |
| Source_4 | 0.173 | 0.048 | 0.145 | 0.101 | 0.201 | 0.129 | 0.309 | 0.320 | 0.060 | 0.023 | 0.034 | 0.057 | 0.027 | 0.000 | 0.095 | 0.000 | 0.107 | 0.012 | 0.013 | 0.000 | 0.048 | 0.229 | 0.161 | 1.000 | 0.229 | 0.097 | 0.999 | 0.048 | 0.081 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 0.078 | 0.000 | 0.000 |
| Destination_1 | 0.264 | 0.244 | 0.358 | 0.355 | 0.159 | 0.218 | 0.531 | 0.523 | 0.236 | 0.000 | 0.007 | 0.072 | 0.026 | 0.000 | 0.420 | 0.037 | 0.188 | 0.000 | 0.145 | 0.009 | 0.161 | 1.000 | 0.521 | 0.229 | 1.000 | 0.315 | 0.229 | 0.161 | 0.266 | 0.000 | 0.000 | 0.009 | 0.016 | 0.023 | 0.000 | 0.135 | 0.037 | 0.000 |
| Destination_2 | 0.321 | 0.045 | 0.143 | 0.251 | 0.133 | 0.206 | 0.505 | 0.528 | 0.323 | 0.070 | 0.096 | 0.086 | 0.048 | 0.000 | 0.132 | 0.004 | 0.042 | 0.000 | 0.115 | 0.000 | 0.068 | 0.315 | 0.221 | 0.097 | 0.315 | 1.000 | 0.097 | 0.068 | 0.113 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.000 | 0.045 | 0.019 | 0.000 |
| Destination_3 | 0.173 | 0.048 | 0.145 | 0.101 | 0.201 | 0.129 | 0.309 | 0.320 | 0.060 | 0.023 | 0.034 | 0.057 | 0.027 | 0.000 | 0.095 | 0.000 | 0.107 | 0.012 | 0.013 | 0.000 | 0.048 | 0.229 | 0.161 | 0.999 | 0.229 | 0.097 | 1.000 | 0.048 | 0.081 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 0.078 | 0.000 | 0.000 |
| Destination_4 | 0.146 | 0.018 | 0.123 | 0.142 | 0.090 | 0.200 | 0.258 | 0.270 | 0.061 | 0.049 | 0.022 | 0.132 | 0.139 | 0.000 | 0.067 | 0.000 | 0.196 | 0.000 | 0.054 | 0.000 | 0.999 | 0.161 | 0.113 | 0.048 | 0.161 | 0.068 | 0.048 | 1.000 | 0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.088 | 0.000 | 0.141 | 0.024 | 0.000 |
| Destination_5 | 0.272 | 0.121 | 0.154 | 0.114 | 0.090 | 0.155 | 0.040 | 0.069 | 0.529 | 0.052 | 0.019 | 0.018 | 0.060 | 0.051 | 0.111 | 0.000 | 0.035 | 0.000 | 0.017 | 0.027 | 0.057 | 0.266 | 0.187 | 0.081 | 0.266 | 0.113 | 0.081 | 0.057 | 1.000 | 0.009 | 0.009 | 0.055 | 0.073 | 0.000 | 0.039 | 0.030 | 0.000 | 0.009 |
| Additional_Info_1 | 0.120 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Additional_Info_2 | 0.120 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.014 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Additional_Info_3 | 0.868 | 0.033 | 0.024 | 0.020 | 0.031 | 0.044 | 0.014 | 0.006 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.553 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 |
| Additional_Info_4 | 0.067 | 0.046 | 0.019 | 0.038 | 0.031 | 0.013 | 0.013 | 0.252 | 0.039 | 0.050 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.007 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.073 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.042 | 0.000 |
| Additional_Info_5 | 0.196 | 0.057 | 0.238 | 0.174 | 0.118 | 0.090 | 0.223 | 0.197 | 0.075 | 0.208 | 0.062 | 0.229 | 0.588 | 0.000 | 0.101 | 0.010 | 0.135 | 0.000 | 0.102 | 0.000 | 0.088 | 0.023 | 0.056 | 0.030 | 0.023 | 0.039 | 0.030 | 0.088 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.081 | 0.902 | 0.000 |
| Additional_Info_6 | 0.000 | 0.020 | 0.000 | 0.000 | 0.010 | 0.028 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.021 | 0.000 |
| Additional_Info_7 | 0.152 | 0.038 | 0.141 | 0.104 | 0.136 | 0.167 | 0.240 | 0.235 | 0.068 | 0.076 | 0.020 | 0.084 | 0.129 | 0.000 | 0.062 | 0.000 | 0.605 | 0.000 | 0.036 | 0.000 | 0.141 | 0.135 | 0.033 | 0.078 | 0.135 | 0.045 | 0.078 | 0.141 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.081 | 0.000 | 1.000 | 0.334 | 0.000 |
| Additional_Info_8 | 0.129 | 0.043 | 0.207 | 0.169 | 0.102 | 0.073 | 0.137 | 0.112 | 0.060 | 0.223 | 0.069 | 0.253 | 0.499 | 0.010 | 0.124 | 0.013 | 0.121 | 0.000 | 0.113 | 0.000 | 0.024 | 0.037 | 0.063 | 0.000 | 0.037 | 0.019 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.031 | 0.042 | 0.902 | 0.021 | 0.334 | 1.000 | 0.000 |
| Additional_Info_9 | 0.000 | 0.000 | 0.010 | 0.025 | 0.005 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Total_Stops | Price | date | month | year | Arrival_hour | Arrival_minutes | Dep_hour | Dep_minutes | Duration_minutes | Airline_1 | Airline_2 | Airline_3 | Airline_4 | Airline_5 | Airline_6 | Airline_7 | Airline_8 | Airline_9 | Airline_10 | Airline_11 | Source_1 | Source_2 | Source_3 | Source_4 | Destination_1 | Destination_2 | Destination_3 | Destination_4 | Destination_5 | Additional_Info_1 | Additional_Info_2 | Additional_Info_3 | Additional_Info_4 | Additional_Info_5 | Additional_Info_6 | Additional_Info_7 | Additional_Info_8 | Additional_Info_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 3897.0 | 24 | 3 | 2019 | 1 | 10 | 22 | 20 | 170 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 1 | 2 | 7662.0 | 1 | 5 | 2019 | 13 | 15 | 5 | 50 | 445 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 2 | 2 | 13882.0 | 9 | 6 | 2019 | 4 | 25 | 9 | 25 | 1140 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 3 | 1 | 6218.0 | 12 | 5 | 2019 | 23 | 30 | 18 | 5 | 325 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 4 | 1 | 13302.0 | 1 | 3 | 2019 | 21 | 35 | 16 | 50 | 285 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5 | 0 | 3873.0 | 24 | 6 | 2019 | 11 | 25 | 9 | 0 | 145 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 6 | 1 | 11087.0 | 12 | 3 | 2019 | 10 | 25 | 18 | 55 | 930 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 7 | 1 | 22270.0 | 1 | 3 | 2019 | 5 | 5 | 8 | 0 | 1265 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 8 | 1 | 11087.0 | 12 | 3 | 2019 | 10 | 25 | 8 | 55 | 1530 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 9 | 1 | 8625.0 | 27 | 5 | 2019 | 19 | 15 | 11 | 25 | 470 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| Total_Stops | Price | date | month | year | Arrival_hour | Arrival_minutes | Dep_hour | Dep_minutes | Duration_minutes | Airline_1 | Airline_2 | Airline_3 | Airline_4 | Airline_5 | Airline_6 | Airline_7 | Airline_8 | Airline_9 | Airline_10 | Airline_11 | Source_1 | Source_2 | Source_3 | Source_4 | Destination_1 | Destination_2 | Destination_3 | Destination_4 | Destination_5 | Additional_Info_1 | Additional_Info_2 | Additional_Info_3 | Additional_Info_4 | Additional_Info_5 | Additional_Info_6 | Additional_Info_7 | Additional_Info_8 | Additional_Info_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13344 | 2 | NaN | 27 | 3 | 2019 | 4 | 25 | 19 | 10 | 1995 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13345 | 0 | NaN | 21 | 5 | 2019 | 15 | 25 | 13 | 55 | 90 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13346 | 1 | NaN | 12 | 5 | 2019 | 7 | 45 | 23 | 30 | 495 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13347 | 1 | NaN | 15 | 6 | 2019 | 1 | 30 | 15 | 15 | 615 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13348 | 0 | NaN | 21 | 6 | 2019 | 0 | 15 | 22 | 45 | 90 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 13349 | 1 | NaN | 6 | 6 | 2019 | 20 | 25 | 20 | 30 | 1435 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13350 | 0 | NaN | 27 | 3 | 2019 | 16 | 55 | 14 | 20 | 155 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13351 | 1 | NaN | 6 | 3 | 2019 | 4 | 25 | 21 | 50 | 395 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13352 | 1 | NaN | 6 | 3 | 2019 | 19 | 15 | 4 | 0 | 915 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13353 | 1 | NaN | 15 | 6 | 2019 | 19 | 15 | 4 | 55 | 860 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Most frequently occurring
| Total_Stops | Price | date | month | year | Arrival_hour | Arrival_minutes | Dep_hour | Dep_minutes | Duration_minutes | Airline_1 | Airline_2 | Airline_3 | Airline_4 | Airline_5 | Airline_6 | Airline_7 | Airline_8 | Airline_9 | Airline_10 | Airline_11 | Source_1 | Source_2 | Source_3 | Source_4 | Destination_1 | Destination_2 | Destination_3 | Destination_4 | Destination_5 | Additional_Info_1 | Additional_Info_2 | Additional_Info_3 | Additional_Info_4 | Additional_Info_5 | Additional_Info_6 | Additional_Info_7 | Additional_Info_8 | Additional_Info_9 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2 | 8834.0 | 21 | 3 | 2019 | 4 | 25 | 19 | 10 | 1995 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 3 |
| 34 | 2 | 9181.0 | 24 | 6 | 2019 | 19 | 15 | 22 | 0 | 1275 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 |
| 37 | 2 | 9412.0 | 27 | 3 | 2019 | 4 | 25 | 5 | 10 | 1395 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 3 |
| 47 | 2 | 10231.0 | 21 | 5 | 2019 | 19 | 15 | 22 | 0 | 1275 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 |
| 53 | 2 | 10368.0 | 6 | 6 | 2019 | 4 | 25 | 5 | 30 | 1375 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 3 |
| 73 | 2 | 10441.0 | 9 | 5 | 2019 | 19 | 15 | 22 | 0 | 1275 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 |
| 91 | 2 | 11150.0 | 27 | 6 | 2019 | 19 | 0 | 23 | 5 | 1195 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 3 |
| 92 | 2 | 11281.0 | 15 | 5 | 2019 | 19 | 15 | 22 | 0 | 1275 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 |
| 95 | 2 | 11552.0 | 6 | 3 | 2019 | 19 | 15 | 7 | 5 | 2170 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 |
| 105 | 2 | 12392.0 | 18 | 5 | 2019 | 19 | 15 | 17 | 15 | 1560 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 |